Here are preliminary results of the bibliometric mapping of the 2022 Luxembourg research evaluation. Its purpose is:
The method for the research-field-mapping can be reiviewed here:
The seed articles deemed representative for the active areas of research in the institution, and include authors affiliated with the institution. They can be selected in three ways:
The present analysis is based on the following seed articles:
| AU | PY | TI | JI |
|---|---|---|---|
| IDDIR M;DINGEO G;PORRAS YAR… | 2020 | INFLUENCE OF SOY AND WHEY PROTEIN, GELATIN AND SODIUM CASEINATE ON CAROTENOID BIOACCESSIBILITY | FOOD. FUNCT. |
| MALISOUX L;DELATTRE N;URHAU… | 2020 | SHOE CUSHIONING INFLUENCES THE RUNNING INJURY RISK ACCORDING TO BODY MASS: A RANDOMIZED CONTROLLE… | AM. J. SPORTS MED. |
| ARDERN CL;EKÅS GR;GRINDEM H… | 2018 | 2018 INTERNATIONAL OLYMPIC COMMITTEE CONSENSUS STATEMENT ON PREVENTION, DIAGNOSIS AND MANAGEMENT … | BR. J. SPORTS MED. |
| HAY SI;ABAJOBIR AA;ABATE KH… | 2017 | GLOBAL, REGIONAL, AND NATIONAL DISABILITY-ADJUSTED LIFE-YEARS (DALYS) FOR 333 DISEASES AND INJURI… | LANCET |
| APPENZELLER BMR;HARDY EM;GR… | 2017 | HAIR ANALYSIS FOR THE BIOMONITORING OF PESTICIDE EXPOSURE: COMPARISON WITH BLOOD AND URINE IN A R… | ARCH. TOXICOL. |
| DEVAUX Y;CREEMERS EE;BOON R… | 2017 | CIRCULAR RNAS IN HEART FAILURE | EUR. J. HEART FAIL. |
Here, we report the results of a LDA topic-modelling (basically, clustering on words) on all title+abstract texts.
Note: While this static vies is helpful, I recommend using the interactive LDAVis version to be found under https://daniel-hain.github.io/biblio_lux_2022/output/topic_modelling/LDAviz_lih_dph.rds/index.html#topic=1&lambda=0.60&term=. For functionality and usage, see technical description in the next tab.
Topic modeling is a type of statistical modeling for discovering the abstract “topics” that occur in a collection of documents. Latent Dirichlet Allocation (LDA) is an example of topic model and is used to classify text in a document to a particular topic.
LDA is a generative probabilistic model that assumes each topic is a mixture over an underlying set of words, and each document is a mixture of over a set of topic probabilities. It builds a topic per document model and words per topic model, modeled as Dirichlet distributions.
LDAvis is a web-based interactive visualisation of topics estimated using LDA. It provides a global view of the topics (and how they differ from each other), while at the same time allowing for a deep inspection of the terms most highly associated with each individual topic. The package extracts information from a fitted LDA topic model to inform an interactive web-based visualization. The visualisation has two basic pieces.
The left panel visualise the topics as circles in the two-dimensional plane whose centres are determined by computing the Jensen–Shannon divergence between topics, and then by using multidimensional scaling to project the inter-topic distances onto two dimensions. Each topic’s overall prevalence is encoded using the areas of the circles.
The right panel depicts a horizontal bar chart whose bars represent the individual terms that are the most useful for interpreting the currently selected topic on the left. A pair of overlaid bars represent both the corpus-wide frequency of a given term as well as the topic-specific frequency of the term.
The \(\lambda\) slider allows to rank the terms according to term relevance. By default, the terms of a topic are ranked in decreasing order according their topic-specific probability ( \(\lambda\) = 1 ). Moving the slider allows to adjust the rank of terms based on much discriminatory (or “relevant”) are for the specific topic. The suggested optimal value of \(\lambda\) is 0.6.
Note: This analysis refers the co-citation analysis,
where the cited references and not the original publications are the
unit of analysis. See tab Technical descriptionfor
additional explanations
In order to partition networks into components or clusters, we deploy a community detection technique based on the Lovain Algorithm (Blondel et al., 2008). The Lovain Algorithm is a heuristic method that attempts to optimize the modularity of communities within a network by maximizing within- and minimizing between-community connectivity. We identify the following communities = knowledge bases.
| com | name | dgr_int | dgr |
|---|---|---|---|
| Knowledge Base 1: KB 1 (n = 2194, density =15.28) | |||
| 1 | HANSEN T.B. JENSEN T.I. CLAUSEN B.H. BRAMSEN J.B. FINSEN B. DAMGAARD C.K. KJEMS J. NATURAL RNA CIRCLES FUNCTION AS EFFICIENT MICRORNA SPONGES (2013) | 19464 | 19738 |
| 1 | JECK W.R. SORRENTINO J.A. WANG K. SLEVIN M.K. BURD C.E. LIU J. MARZLUFF W.F. SHARPLESS N.E. CIRCULAR RNAS ARE ABUNDANT CONSERVED AND ASSOCIATED WIT… | 16117 | 16324 |
| 1 | SALZMAN J. GAWAD C. WANG P.L. LACAYO N. BROWN P.O. CIRCULAR RNAS ARE THE PREDOMINANT TRANSCRIPT ISOFORM FROM HUNDREDS OF HUMAN GENES IN DIVERSE CEL… | 13929 | 17280 |
| 1 | SALZMAN J. CHEN R.E. OLSEN M.N. WANG P.L. BROWN P.O. CELL-TYPE SPECIFIC FEATURES OF CIRCULAR RNA EXPRESSION (2013) | 13576 | 17162 |
| 1 | ASHWAL-FLUSS R. MEYER M. PAMUDURTI N.R. IVANOV A. BARTOK O. HANAN M. EVANTAL N. KADENER S. CIRCRNA BIOGENESIS COMPETES WITH PRE-MRNA SPLICING (2014) | 13496 | 13667 |
| 1 | JECK W.R. SHARPLESS N.E. DETECTING AND CHARACTERIZING CIRCULAR RNAS (2014) | 13441 | 16399 |
| 1 | ZHANG X.O. WANG H.B. ZHANG Y. LU X. CHEN L.L. YANG L. COMPLEMENTARY SEQUENCE-MEDIATED EXON CIRCULARIZATION (2014) | 11318 | 14052 |
| 1 | GUO J.U. AGARWAL V. GUO H. BARTEL D.P. EXPANDED IDENTIFICATION AND CHARACTERIZATION OF MAMMALIAN CIRCULAR RNAS (2014) | 10900 | 13418 |
| 1 | ZHANG Y. ZHANG X.O. CHEN T. XIANG J.F. YIN Q.F. XING Y.H. ZHU S. CHEN L.L. CIRCULAR INTRONIC LONG NONCODING RNAS (2013) | 10505 | 10612 |
| 1 | CONN S.J. PILLMAN K.A. TOUBIA J. CONN V.M. SALMANIDIS M. PHILLIPS C.A. ROSLAN S. GOODALL G.J. THE RNA BINDING PROTEIN QUAKING REGULATES FORMATION O… | 10300 | 10406 |
| Knowledge Base 2: KB 2 (n = 2031, density =2.44) | |||
| 2 | MCCLEMENTS D.J. LI Y. STRUCTURED EMULSION-BASED DELIVERY SYSTEMS: CONTROLLING THE DIGESTION AND RELEASE OF LIPOPHILIC FOOD COMPONENTS (2010) | 1747 | 1747 |
| 2 | MCCLEMENTS D.J. PROTEIN-STABILIZED EMULSIONS (2004) | 1605 | 1605 |
| 2 | SINGH H. YE A. HORNE D. STRUCTURING FOOD EMULSIONS IN THE GASTROINTESTINAL TRACT TO MODIFY LIPID DIGESTION (2009) | 1267 | 1267 |
| 2 | GOLDING M. WOOSTER T.J. THE INFLUENCE OF EMULSION STRUCTURE AND STABILITY ON LIPID DIGESTION (2010) | 1125 | 1125 |
| 2 | SALVIA-TRUJILLO L. QIAN C. MARTÍN-BELLOSO O. MCCLEMENTS D.J. INFLUENCE OF PARTICLE SIZE ON LIPID DIGESTION AND Β-CAROTENE BIOACCESSIBILITY IN EMULS… | 1092 | 1092 |
| 2 | MCCLEMENTS D.J. CRITICAL REVIEW OF TECHNIQUES AND METHODOLOGIES FOR CHARACTERIZATION OF EMULSION STABILITY (2007) | 879 | 879 |
| 2 | SINGH H. YE A. STRUCTURAL AND BIOCHEMICAL FACTORS AFFECTING THE DIGESTION OF PROTEIN-STABILIZED EMULSIONS (2013) | 861 | 861 |
| 2 | MCCLEMENTS D.J. LI Y. REVIEW OF IN VITRO DIGESTION MODELS FOR RAPID SCREENING OF EMULSION-BASED SYSTEMS (2010) | 842 | 842 |
| 2 | ZHANG R. ZHANG Z. ZHANG H. DECKER E.A. MCCLEMENTS D.J. INFLUENCE OF EMULSIFIER TYPE ON GASTROINTESTINAL FATE OF OIL-IN-WATER EMULSIONS CONTAINING A… | 820 | 820 |
| 2 | DICKINSON E. FLOCCULATION OF PROTEIN-STABILIZED OIL-IN-WATER EMULSIONS (2010) | 813 | 813 |
| Knowledge Base 3: KB 3 (n = 1284, density =6.19) | |||
| 3 | GRINDEM H. SNYDER-MACKLER L. MOKSNES H. ENGEBRETSEN L. RISBERG M.A. SIMPLE DECISION RULES CAN REDUCE REINJURY RISK BY 84% AFTER ACL RECONSTRUCTION:… | 3656 | 3744 |
| 3 | PATERNO M.V. RAUH M.J. SCHMITT L.C. FORD K.R. HEWETT T.E. INCIDENCE OF SECOND ACL INJURIES 2 YEARS AFTER PRIMARY ACL RECONSTRUCTION AND RETURN TO S… | 2543 | 2771 |
| 3 | ARDERN C.L. TAYLOR N.F. FELLER J.A. WEBSTER K.E. FIFTY-FIVE PER CENT RETURN TO COMPETITIVE SPORT FOLLOWING ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTIO… | 2334 | 2422 |
| 3 | KYRITSIS P. BAHR R. LANDREAU P. MILADI R. WITVROUW E. LIKELIHOOD OF ACL GRAFT RUPTURE: NOT MEETING SIX CLINICAL DISCHARGE CRITERIA BEFORE RETURN TO… | 2324 | 2369 |
| 3 | ARDERN C.L. WEBSTER K.E. TAYLOR N.F. FELLER J.A. RETURN TO SPORT FOLLOWING ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION SURGERY: A SYSTEMATIC REVIEW A… | 2194 | 2267 |
| 3 | WIGGINS A.J. GRANDHI R.K. SCHNEIDER D.K. STANFIELD D. WEBSTER K.E. MYER G.D. RISK OF SECONDARY INJURY IN YOUNGER ATHLETES AFTER ANTERIOR CRUCIATE L… | 2160 | 2455 |
| 3 | BARBER-WESTIN S.D. NOYES F.R. FACTORS USED TO DETERMINE RETURN TO UNRESTRICTED SPORTS ACTIVITIES AFTER ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION (2… | 1833 | 1877 |
| 3 | WEBSTER K.E. FELLER J.A. LAMBROS C. DEVELOPMENT AND PRELIMINARY VALIDATION OF A SCALE TO MEASURE THE PSYCHOLOGICAL IMPACT OF RETURNING TO SPORT FOL… | 1522 | 1554 |
| 3 | PATERNO M.V. SCHMITT L.C. FORD K.R. BIOMECHANICAL MEASURES DURING LANDING AND POSTURAL STABILITY PREDICT SECOND ANTERIOR CRUCIATE LIGAMENT INJURY A… | 1510 | 1702 |
| 3 | PATERNO M.V. RAUH M.J. SCHMITT L.C. FORD K.R. HEWETT T.E. INCIDENCE OF CONTRALATERAL AND IPSILATERAL ANTERIOR CRUCIATE LIGAMENT (ACL) | 1393 | 1454 |
| Knowledge Base 4: KB 4 (n = 1149, density =7.35) | |||
| 4 | ANDERSON A.F. ANDERSON C.N. CORRELATION OF MENISCAL AND ARTICULAR CARTILAGE INJURIES IN CHILDREN AND ADOLESCENTS WITH TIMING OF ANTERIOR CRUCIATE L… | 1315 | 1654 |
| 4 | LAWRENCE J.T. ARGAWAL N. GANLEY T.J. DEGENERATION OF THE KNEE JOINT IN SKELETALLY IMMATURE PATIENTS WITH A DIAGNOSIS OF AN ANTERIOR CRUCIATE LIGAME… | 1314 | 1433 |
| 4 | KOCHER M.S. GARG S. MICHELI L.J. PHYSEAL SPARING RECONSTRUCTION OF THE ANTERIOR CRUCIATE LIGAMENT IN SKELETALLY IMMATURE PREPUBESCENT CHILDREN AND … | 1306 | 1401 |
| 4 | SOLIGARD T. MYKLEBUST G. STEFFEN K. COMPREHENSIVE WARM-UP PROGRAMME TO PREVENT INJURIES IN YOUNG FEMALE FOOTBALLERS: CLUSTER RANDOMISED CONTROLLED … | 1235 | 1293 |
| 4 | DODWELL E.R. LAMONT L.E. GREEN D.W. PAN T.J. MARX R.G. LYMAN S. 20 YEARS OF PEDIATRIC ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION IN NEW YORK STATE (… | 864 | 1245 |
| 4 | LAUERSEN J.B. BERTELSEN D.M. ANDERSEN L.B. THE EFFECTIVENESS OF EXERCISE INTERVENTIONS TO PREVENT SPORTS INJURIES: A SYSTEMATIC REVIEW AND META-ANA… | 811 | 832 |
| 4 | CALVO R. FIGUEROA D. GILI F. TRANSPHYSEAL ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION IN PATIENTS WITH OPEN PHYSES: 10-YEAR FOLLOW-UP STUDY (2015) | 794 | 834 |
| 4 | ANDERSON A.F. TRANSEPIPHYSEAL REPLACEMENT OF THE ANTERIOR CRUCIATE LIGAMENT USING QUADRUPLE HAMSTRING GRAFTS IN SKELETALLY IMMATURE PATIENTS (2004) | 787 | 800 |
| 4 | SOLIGARD T. NILSTAD A. STEFFEN K. COMPLIANCE WITH A COMPREHENSIVE WARM-UP PROGRAMME TO PREVENT INJURIES IN YOUTH FOOTBALL (2010) | 771 | 787 |
| 4 | KOCHER M.S. SAXON H.S. HOVIS W.D. HAWKINS R.J. MANAGEMENT AND COMPLICATIONS OF ANTERIOR CRUCIATE LIGAMENT INJURIES IN SKELETALLY IMMATURE PATIENTS:… | 762 | 786 |
| Knowledge Base 5: KB 5 (n = 1043, density =2.29) | |||
| 5 | WOODRUFF T.J. ZOTA A.R. SCHWARTZ J.M. ENVIRONMENTAL CHEMICALS IN PREGNANT WOMEN IN THE UNITED STATES: NHANES 2003-2004 (2011) | 835 | 835 |
| 5 | WOODRUFF T.J. ZOTA A.R. SCHWARTZ J.M. ENVIRONMENTAL CHEMICALS IN PREGNANT WOMEN IN THE UNITED STATES: NHANES 2003–2004 (2011) | 816 | 816 |
| 5 | OULHOTE Y. BOUCHARD M.F. URINARY METABOLITES OF ORGANOPHOSPHATE AND PYRETHROID PESTICIDES AND BEHAVIORAL PROBLEMS IN CANADIAN CHILDREN (2013) | 613 | 613 |
| 5 | HORNUNG R.W. REED L.D. ESTIMATION OF AVERAGE CONCENTRATION IN THE PRESENCE OF NONDETECTABLE VALUES (1990) | 366 | 366 |
| 5 | FERGUSON K.K. MCELRATH T.F. MEEKER J.D. ENVIRONMENTAL PHTHALATE EXPOSURE AND PRETERM BIRTH (2014) | 259 | 259 |
| 5 | VANDENBERG L.N. HAUSER R. MARCUS M. OLEA N. WELSHONS W.V. HUMAN EXPOSURE TO BISPHENOL A (BPA) | 240 | 240 |
| 5 | PERRIER F. GIORGIS-ALLEMAND L. SLAMA R. PHILIPPAT C. WITHIN-SUBJECT POOLING OF BIOLOGICAL SAMPLES TO REDUCE EXPOSURE MISCLASSIFICATION IN BIOMARKER… | 223 | 223 |
| 5 | BRAUN J.M. KALKBRENNER A.E. CALAFAT A.M. BERNERT J.T. YE X. SILVA M.J. VARIABILITY AND PREDICTORS OF URINARY BISPHENOL A CONCENTRATIONS DURING PREG… | 208 | 208 |
| 5 | SILVA M.J. SAMANDAR E. PREAU J.L. JR. REIDY J.A. NEEDHAM L.L. CALAFAT A.M. QUANTIFICATION OF 22 PHTHALATE METABOLITES IN HUMAN URINE (2007) | 196 | 196 |
| 5 | ESKENAZI B. MARKS A.R. BRADMAN A. HARLEY K. BARR D.B. JOHNSON C. MORGA N. JEWELL N.P. ORGANOPHOSPHATE PESTICIDE EXPOSURE AND NEURODEVELOPMENT IN YO… | 196 | 196 |
| Knowledge Base 6: KB 6 (n = 765, density =22.64) | |||
| 6 | HANSEN T.B. JENSEN T.I. CLAUSEN B.H. BRAMSEN J.B. FINSEN B. DAMGAARD C.K. NATURAL RNA CIRCLES FUNCTION AS EFFICIENT MICRORNA SPONGES (2013) | 5698 | 9096 |
| 6 | MEMCZAK S. JENS M. ELEFSINIOTI A. TORTI F. KRUEGER J. RYBAK A. CIRCULAR RNAS ARE A LARGE CLASS OF ANIMAL RNAS WITH REGULATORY POTENCY (2013) | 5542 | 8895 |
| 6 | JECK W.R. SORRENTINO J.A. WANG K. SLEVIN M.K. BURD C.E. LIU J. CIRCULAR RNAS ARE ABUNDANT CONSERVED AND ASSOCIATED WITH ALU REPEATS (2013) | 4665 | 7526 |
| 6 | ASHWAL-FLUSS R. MEYER M. PAMUDURTI N.R. IVANOV A. BARTOK O. HANAN M. CIRCRNA BIOGENESIS COMPETES WITH PRE-MRNA SPLICING (2014) | 4369 | 6902 |
| 6 | LI Z. HUANG C. BAO C. CHEN L. LIN M. WANG X. EXON-INTRON CIRCULAR RNAS REGULATE TRANSCRIPTION IN THE NUCLEUS (2015) | 3975 | 6242 |
| 6 | ZHANG Y. ZHANG X.O. CHEN T. XIANG J.F. YIN Q.F. XING Y.H. CIRCULAR INTRONIC LONG NONCODING RNAS (2013) | 3216 | 5142 |
| 6 | CONN S.J. PILLMAN K.A. TOUBIA J. CONN V.M. SALMANIDIS M. PHILLIPS C.A. THE RNA BINDING PROTEIN QUAKING REGULATES FORMATION OF CIRCRNAS (2015) | 3097 | 4810 |
| 6 | LEGNINI I. DI TIMOTEO G. ROSSI F. MORLANDO M. BRIGANTI F. STHANDIER O. CIRC-ZNF609 IS A CIRCULAR RNA THAT CAN BE TRANSLATED AND FUNCTIONS IN MYOGEN… | 2743 | 4314 |
| 6 | PAMUDURTI N.R. BARTOK O. JENS M. ASHWAL-FLUSS R. STOTTMEISTER C. RUHE L. TRANSLATION OF CIRCRNAS (2017) | 2700 | 4248 |
| 6 | ZHENG Q. BAO C. GUO W. LI S. CHEN J. CHEN B. CIRCULAR RNA PROFILING REVEALS AN ABUNDANT CIRCHIPK3 THAT REGULATES CELL GROWTH BY SPONGING MULTIPLE M… | 2425 | 3870 |
| Knowledge Base 7: KB 7 (n = 731, density =6.14) | |||
| 7 | MILNER C.E. FERBER R. POLLARD C.D. HAMILL J. DAVIS I.S. BIOMECHANICAL FACTORS ASSOCIATED WITH TIBIAL STRESS FRACTURE IN FEMALE RUNNERS (2006) | 1010 | 1016 |
| 7 | VAN GENT R.N. SIEM D. VAN MIDDELKOOP M. VAN OS A.G. BIERMA-ZEINSTRA S.M. KOES B.W. INCIDENCE AND DETERMINANTS OF LOWER EXTREMITY RUNNING INJURIES I… | 801 | 813 |
| 7 | ZADPOOR A.A. NIKOOYAN A.A. THE RELATIONSHIP BETWEEN LOWER-EXTREMITY STRESS FRACTURES AND THE GROUND REACTION FORCE: A SYSTEMATIC REVIEW (2011) | 800 | 800 |
| 7 | DAVIS I.S. BOWSER B.J. MULLINEAUX D.R. GREATER VERTICAL IMPACT LOADING IN FEMALE RUNNERS WITH MEDICALLY DIAGNOSED INJURIES: A PROSPECTIVE INVESTIGA… | 798 | 809 |
| 7 | VAN DER WORP H. VRIELINK J.W. BREDEWEG S.W. DO RUNNERS WHO SUFFER INJURIES HAVE HIGHER VERTICAL GROUND REACTION FORCES THAN THOSE WHO REMAIN INJURY… | 710 | 718 |
| 7 | A SYSTEMATIC REVIEW ON RISK FACTORS AND SEX DIFFERENCES (2015) | 686 | 704 |
| 7 | YAMATO T.P. SARAGIOTTO B.T. LOPES A.D. A CONSENSUS DEFINITION OF RUNNING-RELATED INJURY IN RECREATIONAL RUNNERS: A MODIFIED DELPHI APPROACH (2015) | 654 | 668 |
| 7 | TAUNTON J.E. RYAN M.B. CLEMENT D.B. MCKENZIE D.C. LLOYD-SMITH D.R. ZUMBO B.D. A RETROSPECTIVE CASE-CONTROL ANALYSIS OF 2002 RUNNING INJURIES (2002) | 577 | 588 |
| 7 | CROWELL H.P. DAVIS I.S. GAIT RETRAINING TO REDUCE LOWER EXTREMITY LOADING IN RUNNERS (2011) | 476 | 482 |
| 7 | KLUITENBERG B. VAN MIDDELKOOP M. DIERCKS R. VAN DER WORP H. WHAT ARE THE DIFFERENCES IN INJURY PROPORTIONS BETWEEN DIFFERENT POPULATIONS OF RUNNERS… | 456 | 465 |
| Knowledge Base 8: KB 8 (n = 582, density =5.07) | |||
| 8 | GLOBAL REGIONAL AND NATIONAL DISABILITY-ADJUSTED LIFE-YEARS (DALYS) | 780 | 780 |
| 8 | BHATT S. WEISS D.J. CAMERON E. BISANZIO D. MAPPIN B. DALRYMPLE U. THE EFFECT OF MALARIA CONTROL ON PLASMODIUM FALCIPARUM IN AFRICA BETWEEN 2000 AND… | 761 | 761 |
| 8 | STEVENS G.A. ALKEMA L. BLACK R.E. GUIDELINES FOR ACCURATE AND TRANSPARENT HEALTH ESTIMATES REPORTING: THE GATHER STATEMENT (2016) | 638 | 638 |
| 8 | SALOMON J.A. HAAGSMA J.A. DAVIS A. DISABILITY WEIGHTS FOR THE GLOBAL BURDEN OF DISEASE 2013 STUDY (2015) | 426 | 426 |
| 8 | FOREMAN K.J. LOZANO R. LOPEZ A.D. MURRAY C.J. MODELING CAUSES OF DEATH: AN INTEGRATED APPROACH USING CODEM (2012) | 386 | 389 |
| 8 | BHATT S. WEISS D.J. CAMERON E. THE EFFECT OF MALARIA CONTROL ON PLASMODIUM FALCIPARUM IN AFRICA BETWEEN 2000 AND 2015 (2015) | 284 | 284 |
| 8 | GLOBAL REGIONAL AND NATIONAL AGE-SEX SPECIFIC MORTALITY FOR 264 CAUSES OF DEATH 1980–2016: A SYSTEMATIC ANALYSIS FOR THE GLOBAL BURDEN OF DISEASE S… | 280 | 280 |
| 8 | GLOBAL REGIONAL AND NATIONAL INCIDENCE PREVALENCE AND YEARS LIVED WITH DISABILITY FOR 328 DISEASES AND INJURIES FOR 195 COUNTRIES 1990–2016: A SYST… | 267 | 267 |
| 8 | RANSON H. LISSENDEN N. INSECTICIDE RESISTANCE IN AFRICAN ANOPHELES MOSQUITOES: A WORSENING SITUATION THAT NEEDS URGENT ACTION TO MAINTAIN MALARIA C… | 239 | 239 |
| 8 | GLOBAL REGIONAL AND NATIONAL COMPARATIVE RISK ASSESSMENT OF 84 BEHAVIOURAL ENVIRONMENTAL AND OCCUPATIONAL AND METABOLIC RISKS OR CLUSTERS OF RISKS … | 231 | 231 |
In a co-cittion network, the strength of the relationship between a reference pair \(m\) and \(n\) (\(s_{m,n}^{coc}\)) is expressed by the number of publications \(C\) which are jointly citing reference \(m\) and \(n\).
\[s_{m,n}^{coc} = \sum_i c_{i,m} c_{i,n}\]
The intuition here is that references which are frequently cited together are likely to share commonalities in theory, topic, methodology, or context. It can be interpreted as a measure of similarity as evaluated by other researchers that decide to jointly cite both references. Because the publication process is time-consuming, co-citation is a backward-looking measure, which is appropriate to map the relationship between core literature of a field.
This is arguably the more interesting part. Here, we identify the
literature’s current knowledge frontier by carrying out a bibliographic
coupling analysis of the publications in our corpus. This measure uses
bibliographical information of publications to establish a similarity
relationship between them. Again, method details to be found in the tab
Technical description. As you will see, we identify the
main research area, but also a set of adjacent research areas with some
theoretical/methodological/application overlap.
To identify communities in the field’s knowledge frontier (labeled research areas) we again use the Lovain Algorithm (Blondel et al., 2008). We identify the following communities = research areas.
| com_name | AU | PY | TI | dgr_int | TC | TC_year |
|---|---|---|---|---|---|---|
| Research Area 1: RA 1 (n = 1022, density =0.33) | ||||||
| RA 1 | WIGGINS AJ;GRANDHI RK;… | 2016 | RISK OF SECONDARY INJURY IN YOUNGER ATHLETES AFTER ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION | 9.2287104 | 482 | 80.333333 |
| RA 1 | GRINDEM H;SNYDER-MACKL… | 2016 | SIMPLE DECISION RULES CAN REDUCE REINJURY RISK BY 84% AFTER ACL RECONSTRUCTION: THE DELAWARE-OSLO ACL COHORT STUDY | 4.2947709 | 493 | 82.166667 |
| RA 1 | PATERNO MV;FLYNN K;THO… | 2018 | SELF-REPORTED FEAR PREDICTS FUNCTIONAL PERFORMANCE AND SECOND ACL INJURY AFTER ACL RECONSTRUCTION AND RETURN TO SPORT: A P… | 19.5674645 | 81 | 20.250000 |
| RA 1 | WELLSANDT E;FAILLA MJ;… | 2017 | LIMB SYMMETRY INDEXES CAN OVERESTIMATE KNEE FUNCTION AFTER ANTERIOR CRUCIATE LIGAMENT INJURY | 9.6838693 | 159 | 31.800000 |
| RA 1 | WEBSTER KE;FELLER JA | 2016 | EXPLORING THE HIGH REINJURY RATE IN YOUNGER PATIENTS UNDERGOING ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION | 5.6553440 | 252 | 42.000000 |
| RA 1 | PATERNO MV;HUANG B;THO… | 2017 | CLINICAL FACTORS THAT PREDICT A SECOND ACL INJURY AFTER ACL RECONSTRUCTION AND RETURN TO SPORT: PRELIMINARY DEVELOPMENT OF… | 16.5399954 | 78 | 15.600000 |
| RA 1 | KYRITSIS P;BAHR R;LAND… | 2016 | LIKELIHOOD OF ACL GRAFT RUPTURE: NOT MEETING SIX CLINICAL DISCHARGE CRITERIA BEFORE RETURN TO SPORT IS ASSOCIATED WITH A F… | 3.8658967 | 330 | 55.000000 |
| RA 1 | WEBSTER KE;HEWETT TE | 2019 | WHAT IS THE EVIDENCE FOR AND VALIDITY OF RETURN-TO-SPORT TESTING AFTER ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION SURGERY? … | 12.6383152 | 94 | 31.333333 |
| RA 1 | EKSTRAND J;WALDÉN M;HÄ… | 2016 | HAMSTRING INJURIES HAVE INCREASED BY 4% ANNUALLY IN MEN’S PROFESSIONAL FOOTBALL, SINCE 2001: A 13-YEAR LONGITUDINAL ANALYS… | 3.6117147 | 327 | 54.500000 |
| RA 1 | GOKELER A;WELLING W;ZA… | 2017 | DEVELOPMENT OF A TEST BATTERY TO ENHANCE SAFE RETURN TO SPORTS AFTER ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION | 8.3728922 | 136 | 27.200000 |
| Research Area 2: RA 2 (n = 953, density =0.15) | ||||||
| RA 2 | MCCLEMENTS DJ;GUMUS CE | 2016 | NATURAL EMULSIFIERS — BIOSURFACTANTS, PHOSPHOLIPIDS, BIOPOLYMERS, AND COLLOIDAL PARTICLES: MOLECULAR AND PHYSICOCHEMICAL B… | 3.8232967 | 451 | 75.166667 |
| RA 2 | OZTURK B;MCCLEMENTS DJ | 2016 | PROGRESS IN NATURAL EMULSIFIERS FOR UTILIZATION IN FOOD EMULSIONS | 2.6363335 | 239 | 39.833333 |
| RA 2 | BAI L;HUAN S;LI Z;MCCL… | 2017 | COMPARISON OF EMULSIFYING PROPERTIES OF FOOD-GRADE POLYSACCHARIDES IN OIL-IN-WATER EMULSIONS: GUM ARABIC, BEET PECTIN, AND… | 3.5495262 | 168 | 33.600000 |
| RA 2 | CHANG Y;MCCLEMENTS DJ | 2016 | INFLUENCE OF EMULSIFIER TYPE ON THE IN VITRO DIGESTION OF FISH OIL-IN-WATER EMULSIONS IN THE PRESENCE OF AN ANIONIC MARINE… | 4.5017122 | 126 | 21.000000 |
| RA 2 | BAI L;HUAN S;GU J;MCCL… | 2016 | FABRICATION OF OIL-IN-WATER NANOEMULSIONS BY DUAL-CHANNEL MICROFLUIDIZATION USING NATURAL EMULSIFIERS: SAPONINS, PHOSPHOLI… | 3.6532804 | 153 | 25.500000 |
| RA 2 | TANG C-H | 2017 | EMULSIFYING PROPERTIES OF SOY PROTEINS: A CRITICAL REVIEW WITH EMPHASIS ON THE ROLE OF CONFORMATIONAL FLEXIBILITY | 3.4458968 | 152 | 30.400000 |
| RA 2 | WINUPRASITH T;KHOMEIN … | 2018 | ENCAPSULATION OF VITAMIN D3 IN PICKERING EMULSIONS STABILIZED BY NANOFIBRILLATED MANGOSTEEN CELLULOSE: IMPACT ON IN VITRO … | 4.7456890 | 108 | 27.000000 |
| RA 2 | ZHANG Z;ZHANG R;MCCLEM… | 2016 | ENCAPSULATION OF Β-CAROTENE IN ALGINATE-BASED HYDROGEL BEADS: IMPACT ON PHYSICOCHEMICAL STABILITY AND BIOACCESSIBILITY | 4.5635182 | 104 | 17.333333 |
| RA 2 | TAVERNIER I;WIJAYA W;V… | 2016 | FOOD-GRADE PARTICLES FOR EMULSION STABILIZATION | 2.3206386 | 202 | 33.666667 |
| RA 2 | BAI L;MCCLEMENTS DJ | 2016 | FORMATION AND STABILIZATION OF NANOEMULSIONS USING BIOSURFACTANTS: RHAMNOLIPIDS | 3.4539621 | 126 | 21.000000 |
| Research Area 3: RA 3 (n = 770, density =0.14) | ||||||
| RA 3 | HAY SI;ABAJOBIR AA;ABA… | 2017 | GLOBAL, REGIONAL, AND NATIONAL DISABILITY-ADJUSTED LIFE-YEARS (DALYS) FOR 333 DISEASES AND INJURIES AND HEALTHY LIFE EXPEC… | 6.4865295 | 1168 | 233.600000 |
| RA 3 | KYU HH;ABATE D;ABATE K… | 2018 | GLOBAL, REGIONAL, AND NATIONAL DISABILITY-ADJUSTED LIFE-YEARS (DALYS) FOR 359 DISEASES AND INJURIES AND HEALTHY LIFE EXPEC… | 5.6102896 | 1289 | 322.250000 |
| RA 3 | STANAWAY JD;AFSHIN A;G… | 2018 | GLOBAL, REGIONAL, AND NATIONAL COMPARATIVE RISK ASSESSMENT OF 84 BEHAVIOURAL, ENVIRONMENTAL AND OCCUPATIONAL, AND METABOLI… | 3.2476392 | 1947 | 486.750000 |
| RA 3 | VOS T;ABAJOBIR AA;ABBA… | 2017 | GLOBAL, REGIONAL, AND NATIONAL INCIDENCE, PREVALENCE, AND YEARS LIVED WITH DISABILITY FOR 328 DISEASES AND INJURIES FOR 19… | 1.7626146 | 3488 | 697.600000 |
| RA 3 | FITZMAURICE C;ALLEN C;… | 2017 | GLOBAL, REGIONAL, AND NATIONAL CANCER INCIDENCE, MORTALITY, YEARS OF LIFE LOST, YEARS LIVED WITH DISABILITY, AND DISABILIT… | 2.2453079 | 2474 | 494.800000 |
| RA 3 | FITZMAURICE C;AKINYEMI… | 2018 | GLOBAL, REGIONAL, AND NATIONAL CANCER INCIDENCE, MORTALITY, YEARS OF LIFE LOST, YEARS LIVED WITH DISABILITY, AND DISABILIT… | 4.5863618 | 897 | 224.250000 |
| RA 3 | GBD 2015 MORTALITY AND… | 2016 | GLOBAL, REGIONAL, AND NATIONAL LIFE EXPECTANCY, ALL-CAUSE MORTALITY, AND CAUSE-SPECIFIC MORTALITY FOR 249 CAUSES OF DEATH,… | 1.1055004 | 3654 | 609.000000 |
| RA 3 | KASSEBAUM NJ;ARORA M;B… | 2016 | GLOBAL, REGIONAL, AND NATIONAL DISABILITY-ADJUSTED LIFE-YEARS (DALYS) FOR 315 DISEASES AND INJURIES AND HEALTHY LIFE EXPEC… | 3.0485639 | 1308 | 218.000000 |
| RA 3 | FEIGIN VL;KRISHNAMURTH… | 2017 | GLOBAL, REGIONAL, AND NATIONAL BURDEN OF NEUROLOGICAL DISORDERS DURING 1990–2015: A SYSTEMATIC ANALYSIS FOR THE GLOBAL BUR… | 3.4973450 | 1040 | 208.000000 |
| RA 3 | FEIGIN VL;NICHOLS E;AL… | 2019 | GLOBAL, REGIONAL, AND NATIONAL BURDEN OF NEUROLOGICAL DISORDERS, 1990–2016: A SYSTEMATIC ANALYSIS FOR THE GLOBAL BURDEN OF… | 3.3464598 | 1086 | 362.000000 |
| Research Area 4: RA 4 (n = 768, density =2.86) | ||||||
| RA 4 | LI X;YANG L;CHEN L-L | 2018 | THE BIOGENESIS, FUNCTIONS, AND CHALLENGES OF CIRCULAR RNAS | 49.1053390 | 880 | 220.000000 |
| RA 4 | LEGNINI I;DI TIMOTEO G… | 2017 | CIRC-ZNF609 IS A CIRCULAR RNA THAT CAN BE TRANSLATED AND FUNCTIONS IN MYOGENESIS | 37.3152516 | 1143 | 228.600000 |
| RA 4 | PAMUDURTI NR;BARTOK O;… | 2017 | TRANSLATION OF CIRCRNAS | 23.9673666 | 954 | 190.800000 |
| RA 4 | EBBESEN KK;KJEMS J;HAN… | 2016 | CIRCULAR RNAS: IDENTIFICATION, BIOGENESIS AND FUNCTION | 56.1505868 | 366 | 61.000000 |
| RA 4 | VO JN;CIESLIK M;ZHANG … | 2019 | THE LANDSCAPE OF CIRCULAR RNA IN CANCER | 31.6095576 | 647 | 215.666667 |
| RA 4 | KULCHESKI FR;CHRISTOFF… | 2016 | CIRCULAR RNAS ARE MIRNA SPONGES AND CAN BE USED AS A NEW CLASS OF BIOMARKER | 38.6739909 | 503 | 83.833333 |
| RA 4 | ZHANG X-O;DONG R;ZHANG… | 2016 | DIVERSE ALTERNATIVE BACK-SPLICING AND ALTERNATIVE SPLICING LANDSCAPE OF CIRCULAR RNAS | 43.3308497 | 448 | 74.666667 |
| RA 4 | BARRETT SP;SALZMAN J | 2016 | CIRCULAR RNAS: ANALYSIS, EXPRESSION AND POTENTIAL FUNCTIONS | 35.1080979 | 505 | 84.166667 |
| RA 4 | GUARNERIO J;BEZZI M;JE… | 2016 | ONCOGENIC ROLE OF FUSION-CIRCRNAS DERIVED FROM CANCER-ASSOCIATED CHROMOSOMAL TRANSLOCATIONS | 42.1655476 | 350 | 58.333333 |
| RA 4 | LI Y;ZHENG F;XIAO X;XI… | 2017 | CIRCHIPK3 SPONGES MIR-558 TO SUPPRESS HEPARANASE EXPRESSION IN BLADDER CANCER CELLS | 37.0630886 | 386 | 77.200000 |
| Research Area 5: RA 5 (n = 553, density =0.11) | ||||||
| RA 5 | BRAUN JM | 2017 | EARLY-LIFE EXPOSURE TO EDCS: ROLE IN CHILDHOOD OBESITY AND NEURODEVELOPMENT | 0.7863752 | 356 | 71.200000 |
| RA 5 | GIULIVO M;LOPEZ DE ALD… | 2016 | HUMAN EXPOSURE TO ENDOCRINE DISRUPTING COMPOUNDS: THEIR ROLE IN REPRODUCTIVE SYSTEMS, METABOLIC SYNDROME AND BREAST CANCER… | 0.6542093 | 326 | 54.333333 |
| RA 5 | KIM K-H;KABIR E;JAHAN SA | 2017 | EXPOSURE TO PESTICIDES AND THE ASSOCIATED HUMAN HEALTH EFFECTS | 0.2510582 | 710 | 142.000000 |
| RA 5 | LEE J;CHOI K;PARK J;MO… | 2018 | BISPHENOL A DISTRIBUTION IN SERUM, URINE, PLACENTA, BREAST MILK, AND UMBILICAL CORD SERUM IN A BIRTH PANEL OF MOTHER–NEONA… | 1.5321029 | 112 | 28.000000 |
| RA 5 | SUNDERLAND EM;HU XC;DA… | 2019 | A REVIEW OF THE PATHWAYS OF HUMAN EXPOSURE TO POLY- AND PERFLUOROALKYL SUBSTANCES (PFASS) AND PRESENT UNDERSTANDING OF HEA… | 0.3393374 | 505 | 168.333333 |
| RA 5 | PHILIPS EM;JADDOE VWV;… | 2018 | BISPHENOL AND PHTHALATE CONCENTRATIONS AND ITS DETERMINANTS AMONG PREGNANT WOMEN IN A POPULATION-BASED COHORT IN THE NETHE… | 1.8337434 | 89 | 22.250000 |
| RA 5 | HAUSER R;GASKINS AJ;SO… | 2016 | URINARY PHTHALATE METABOLITE CONCENTRATIONS AND REPRODUCTIVE OUTCOMES AMONG WOMEN UNDERGOING IN VITRO FERTILIZATION: RESUL… | 1.2248123 | 110 | 18.333333 |
| RA 5 | SHEKHAR S;SOOD S;SHOWK… | 2017 | DETECTION OF PHENOLIC ENDOCRINE DISRUPTING CHEMICALS (EDCS) FROM MATERNAL BLOOD PLASMA AND AMNIOTIC FLUID IN INDIAN POPULA… | 1.2854436 | 104 | 20.800000 |
| RA 5 | OSAKA A;UEYAMA J;KONDO… | 2016 | EXPOSURE CHARACTERIZATION OF THREE MAJOR INSECTICIDE LINES IN URINE OF YOUNG CHILDREN IN JAPAN-NEONICOTINOIDS, ORGANOPHOSP… | 1.2237062 | 96 | 16.000000 |
| RA 5 | BRAUN JM;CHEN A;ROMANO… | 2016 | PRENATAL PERFLUOROALKYL SUBSTANCE EXPOSURE AND CHILD ADIPOSITY AT 8 YEARS OF AGE: THE HOME STUDY | 0.8398369 | 124 | 20.666667 |
| Research Area 6: RA 6 (n = 403, density =0.48) | ||||||
| RA 6 | CHAN ZYS;ZHANG JH;AU I… | 2018 | GAIT RETRAINING FOR THE REDUCTION OF INJURY OCCURRENCE IN NOVICE DISTANCE RUNNERS: 1-YEAR FOLLOW-UP OF A RANDOMIZED CONTRO… | 4.6882859 | 85 | 21.250000 |
| RA 6 | CEYSSENS L;VANELDEREN … | 2019 | BIOMECHANICAL RISK FACTORS ASSOCIATED WITH RUNNING-RELATED INJURIES: A SYSTEMATIC REVIEW | 5.3642054 | 71 | 23.666667 |
| RA 6 | BERTELSEN ML;HULME A;P… | 2017 | A FRAMEWORK FOR THE ETIOLOGY OF RUNNING-RELATED INJURIES | 3.0616643 | 119 | 23.800000 |
| RA 6 | MESSIER SP;MARTIN DF;M… | 2018 | A 2-YEAR PROSPECTIVE COHORT STUDY OF OVERUSE RUNNING INJURIES: THE RUNNERS AND INJURY LONGITUDINAL STUDY (TRAILS) | 2.9605425 | 98 | 24.500000 |
| RA 6 | RICE HM;JAMISON ST;DAV… | 2016 | FOOTWEAR MATTERS: INFLUENCE OF FOOTWEAR AND FOOT STRIKE ON LOAD RATES DURING RUNNING | 5.0004356 | 57 | 9.500000 |
| RA 6 | DAVIS IS;BOWSER BJ;MUL… | 2016 | GREATER VERTICAL IMPACT LOADING IN FEMALE RUNNERS WITH MEDICALLY DIAGNOSED INJURIES: A PROSPECTIVE INVESTIGATION | 2.0002445 | 141 | 23.500000 |
| RA 6 | NAPIER C;MACLEAN CL;MA… | 2018 | KINETIC RISK FACTORS OF RUNNING-RELATED INJURIES IN FEMALE RECREATIONAL RUNNERS | 5.0516961 | 52 | 13.000000 |
| RA 6 | HULME A;NIELSEN RO;TIM… | 2017 | RISK AND PROTECTIVE FACTORS FOR MIDDLE- AND LONG-DISTANCE RUNNING-RELATED INJURY | 3.0964215 | 77 | 15.400000 |
| RA 6 | DAVIS IS;RICE HM;WEARI… | 2017 | WHY FOREFOOT STRIKING IN MINIMAL SHOES MIGHT POSITIVELY CHANGE THE COURSE OF RUNNING INJURIES | 4.6890730 | 46 | 9.200000 |
| RA 6 | FRANCIS P;WHATMAN C;SH… | 2019 | THE PROPORTION OF LOWER LIMB RUNNING INJURIES BY GENDER, ANATOMICAL LOCATION AND SPECIFIC PATHOLOGY: A SYSTEMATIC REVIEW | 3.3834342 | 62 | 20.666667 |
| Research Area 7: RA 7 (n = 333, density =3.56) | ||||||
| RA 7 | MENG S;ZHOU H;FENG Z;X… | 2017 | CIRCRNA: FUNCTIONS AND PROPERTIES OF A NOVEL POTENTIAL BIOMARKER FOR CANCER | 23.8346579 | 854 | 170.800000 |
| RA 7 | KRISTENSEN LS;HANSEN T… | 2018 | CIRCULAR RNAS IN CANCER: OPPORTUNITIES AND CHALLENGES IN THE FIELD | 19.2154699 | 801 | 200.250000 |
| RA 7 | CHEN J;LI Y;ZHENG Q;BA… | 2017 | CIRCULAR RNA PROFILE IDENTIFIES CIRCPVT1 AS A PROLIFERATIVE FACTOR AND PROGNOSTIC MARKER IN GASTRIC CANCER | 20.2088047 | 504 | 100.800000 |
| RA 7 | ZHANG H-D;JIANG L-H;SU… | 2018 | CIRCRNA: A NOVEL TYPE OF BIOMARKER FOR CANCER | 20.8507099 | 448 | 112.000000 |
| RA 7 | HSIAO K-Y;LIN Y-C;GUPT… | 2017 | NONCODING EFFECTS OF CIRCULAR RNA CCDC66 PROMOTE COLON CANCER GROWTH AND METASTASIS | 16.2378591 | 435 | 87.000000 |
| RA 7 | YU J;XU Q-G;WANG Z-G;Y… | 2018 | CIRCULAR RNA CSMARCA5 INHIBITS GROWTH AND METASTASIS IN HEPATOCELLULAR CARCINOMA | 17.0871293 | 390 | 97.500000 |
| RA 7 | GREENE J;BAIRD A-M;BRA… | 2017 | CIRCULAR RNAS: BIOGENESIS, FUNCTION AND ROLE IN HUMAN DISEASES | 20.8004003 | 317 | 63.400000 |
| RA 7 | ZHANG M;HUANG N;YANG X… | 2018 | A NOVEL PROTEIN ENCODED BY THE CIRCULAR FORM OF THE SHPRH GENE SUPPRESSES GLIOMA TUMORIGENESIS | 15.3156129 | 351 | 87.750000 |
| RA 7 | HAN D;LI J;WANG H;SU X… | 2017 | CIRCULAR RNA CIRCMTO1 ACTS AS THE SPONGE OF MICRORNA-9 TO SUPPRESS HEPATOCELLULAR CARCINOMA PROGRESSION | 6.6616814 | 784 | 156.800000 |
| RA 7 | LASDA E;PARKER R | 2016 | CIRCULAR RNAS CO-PRECIPITATE WITH EXTRACELLULAR VESICLES: A POSSIBLE MECHANISM FOR CIRCRNA CLEARANCE | 20.0596771 | 242 | 40.333333 |
| Research Area 8: RA 8 (n = 289, density =3.09) | ||||||
| RA 8 | YANG Y;GAO X;ZHANG M;Y… | 2018 | NOVEL ROLE OF FBXW7 CIRCULAR RNA IN REPRESSING GLIOMA TUMORIGENESIS | 17.1188081 | 584 | 146.000000 |
| RA 8 | YANG Y;FAN X;MAO M;SON… | 2017 | EXTENSIVE TRANSLATION OF CIRCULAR RNAS DRIVEN BY N 6 -METHYLADENOSINE | 10.5037036 | 885 | 177.000000 |
| RA 8 | ZHANG Z;YANG T;XIAO J | 2018 | CIRCULAR RNAS: PROMISING BIOMARKERS FOR HUMAN DISEASES | 16.2388391 | 316 | 79.000000 |
| RA 8 | SHANG X;LI G;LIU H;LI … | 2016 | COMPREHENSIVE CIRCULAR RNA PROFILING REVEALS THAT HSA-CIRC-0005075, A NEW CIRCULAR RNA BIOMARKER, IS INVOLVED IN HEPATOCEL… | 12.8206923 | 279 | 46.500000 |
| RA 8 | MENG X;LI X;ZHANG P;WA… | 2017 | CIRCULAR RNA: AN EMERGING KEY PLAYER IN RNA WORLD | 17.2545118 | 189 | 37.800000 |
| RA 8 | XIA S;FENG J;LEI L;HU … | 2017 | COMPREHENSIVE CHARACTERIZATION OF TISSUE-SPECIFIC CIRCULAR RNAS IN THE HUMAN AND MOUSE GENOMES | 14.5804355 | 195 | 39.000000 |
| RA 8 | DONG Y;HE D;PENG Z;PEN… | 2017 | CIRCULAR RNAS IN CANCER: AN EMERGING KEY PLAYER | 11.5798637 | 185 | 37.000000 |
| RA 8 | WAN L;ZHANG L;FAN K;CH… | 2016 | CIRCULAR RNA-ITCH SUPPRESSES LUNG CANCER PROLIFERATION VIA INHIBITING THE WNT/Β-CATENIN PATHWAY | 7.7955873 | 248 | 41.333333 |
| RA 8 | NG WL;MOHD MOHIDIN TB;… | 2018 | FUNCTIONAL ROLE OF CIRCULAR RNAS IN CANCER DEVELOPMENT AND PROGRESSION | 14.8165519 | 118 | 29.500000 |
| RA 8 | FAN X;WENG X;ZHAO Y;CH… | 2017 | CIRCULAR RNAS IN CARDIOVASCULAR DISEASE: AN OVERVIEW | 10.8813784 | 137 | 27.400000 |
| Research Area 9: RA 9 (n = NA, density =NA) | ||||||
| NA | BEAUFILS P;BECKER R;KO… | 2017 | SURGICAL MANAGEMENT OF DEGENERATIVE MENISCUS LESIONS: THE 2016 ESSKA MENISCUS CONSENSUS | 1.8647186 | 116 | 23.200000 |
| NA | GOMES CPC;SPENCER H;FO… | 2017 | THE FUNCTION AND THERAPEUTIC POTENTIAL OF LONG NON-CODING RNAS IN CARDIOVASCULAR DEVELOPMENT AND DISEASE | 0.7633404 | 73 | 14.600000 |
| NA | ARSLAN S;BERKAN Ö;LALE… | 2017 | LONG NON-CODING RNAS IN THE ATHEROSCLEROTIC PLAQUE | 0.6616524 | 71 | 14.200000 |
| NA | BEAUFILS P;BECKER R;KO… | 2017 | SURGICAL MANAGEMENT OF DEGENERATIVE MENISCUS LESIONS: THE 2016 ESSKA MENISCUS CONSENSUS | 1.2792683 | 31 | 6.200000 |
| NA | GREENLAND S;SENN SJ;RO… | 2016 | STATISTICAL TESTS, P VALUES, CONFIDENCE INTERVALS, AND POWER: A GUIDE TO MISINTERPRETATIONS | 0.0215827 | 1134 | 189.000000 |
| NA | DEVAUX Y;DANKIEWICZ J;… | 2016 | ASSOCIATION OF CIRCULATING MICRORNA-124-3P LEVELS WITH OUTCOMES AFTER OUT-OF-HOSPITAL CARDIAC ARREST: A SUBSTUDY OF A RAND… | 0.5269329 | 43 | 7.166667 |
| NA | ZAWADA AM;ZHANG L;EMRI… | 2017 | MICRORNA PROFILING OF HUMAN INTERMEDIATE MONOCYTES | 1.2039795 | 18 | 3.600000 |
| NA | LECLERCQ B;PLATEL A;AN… | 2017 | GENETIC AND EPIGENETIC ALTERATIONS IN NORMAL AND SENSITIVE COPD-DISEASED HUMAN BRONCHIAL EPITHELIAL CELLS REPEATEDLY EXPOS… | 0.2982456 | 61 | 12.200000 |
| NA | STAMMET P;DANKIEWICZ J… | 2017 | PROTEIN S100 AS OUTCOME PREDICTOR AFTER OUT-OF-HOSPITAL CARDIAC ARREST AND TARGETED TEMPERATURE MANAGEMENT AT 33 °C AND 36 °C | 0.2931090 | 51 | 10.200000 |
| NA | JUSIC A;DEVAUX Y;THE E… | 2020 | MITOCHONDRIAL NONCODING RNA-REGULATORY NETWORK IN CARDIOVASCULAR DISEASE | 0.3209324 | 46 | 23.000000 |
In a bibliographic coupling network, the coupling-strength between publications is determined by the number of commonly cited references they share, assuming a common pool of references to indicate similarity in context, methods, or theory. Formally, the strength of the relationship between a publication pair \(i\) and \(j\) (\(s_{i,j}^{bib}\)) is expressed by the number of commonly cited references.
\[s_{i,j}^{bib} = \sum_m c_{i,m} c_{j,m}\]
Since our corpus contains publications which differ strongly in terms of the number of cited references, we normalize the coupling strength by the Jaccard similarity coefficient. Here, we weight the intercept of two publications’ bibliography (shared refeences) by their union (number of all references cited by either \(i\) or \(j\)). It is bounded between zero and one, where one indicates the two publications to have an identical bibliography, and zero that they do not share any cited reference. Thereby, we prevent publications from having high coupling strength due to a large bibliography (e.g., literature surveys).
\[S_{i,j}^{jac-bib} =\frac{C(i \cap j)}{C(i \cup j)} = \frac{s_{i,j}^{bib}}{c_i + c_j - s_{i,j}^{bib}}\]
More recent articles have a higher pool of possible references to co-cite to, hence they are more likely to be coupled. Consequently, bibliographic coupling represents a forward looking measure, and the method of choice to identify the current knowledge frontier at the point of analysis.
All results are preliminary so far…